用医学影像技术透视大模型词嵌入，跨界可视化信息流的新视角。
arXiv:2601.05713v2 Announce Type: replace-cross Abstract: Understanding how large language models (LLMs) represent natural language is a central chall…
创新系统MLLM-Microscope，像显微镜一样揭示多模态大语言模型内部的隐藏表征结构
arXiv:2606.00909v1 Announce Type: cross Abstract: This work presents MLLM-Microscope, a novel system designed for analyzing the hidden representations…
跨越多个语言模型发现线性对齐现象，揭示模型行为可预测性新视角。
arXiv:2603.18908v4 Announce Type: replace Abstract: Language models increasingly appear to learn similar representations, despite differences in train…
利用扩散几何从多视角学习比较神经表征，揭示网络与层间相似性，关键创新在于将多视图工具引入表征分析。
arXiv:2605.15901v1 Announce Type: new Abstract: Diffusion geometry is a manifold learning framework that uses random walks defined by Markov transitio…